Affective Autotutor, Emotion-Sensing Teaching Software
Affective Autotutor is emotion-sensing computer software that improves on other teaching software by responding to the cognitive and emotional states of students. The new tutorial software was developed by researchers at University of Notre Dame, University of Memphis, and the Massachusetts Institute of Technology.
“Most of the 20th-century systems required humans to communicate with computers through windows, icons, menus, and pointing devices,” says D’Mello, who specializes in human-computer interaction and artificial intelligence in education. “But humans have always communicated with each other through speech and a host of nonverbal cues, such as facial expressions, eye contact, posture, and gesture. In addition to enhancing the content of the message, the new technology provides information regarding the cognitive states, motivation levels, and social dynamics of the students.”
AutoTutor is an Intelligent Tutoring System (ITS) that helps students learn complex technical content in Newtonian physics, computer literacy, and critical thinking by holding a conversation in natural language. It simulates the teaching and motivational strategies of human tutors, modeling students’ cognitive states and then tailoring the interaction to individual students. It also keeps students engaged with images, animations, and simulations.
Affective AutoTutor adds emotion-sensitive capabilities by monitoring facial features, body language, and conversational cues, the researchers said, explaining it then “regulates” negative states such as frustration and boredom and “synthesizes emotions via the content of its verbal responses, speech intonation, and facial expressions of an animated teacher.”
In tests, AutoTutor produces improvements of one letter grade, on average, outperforming most human tutors - nearly reaching the mark achieved by expert human tutors.
SF fans have watched writers testing the educational waters with similar concepts. Consider the mechanical teacher from Isaac Asimov's 1951 story The Fun They Had:
Margie went into the classroom. It was right next to her bedroom, and the mechanical teacher was on and waiting for her...
The screen was lit up, and it said: "Today's arithmetic lesson is on the addition of proper fractions. Please insert yesterday's homework in the proper slot."
Scroll down for more stories in the same category. (Story submitted 3/6/2012)
Follow this kind of news @Technovelgy.
| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |
you like to contribute a story tip?
Get the URL of the story, and the related sf author, and add
Comment/Join discussion ( 1 )
Related News Stories -
String Art Courtesy Of Robot Artist
The number of different ways to span a thread between a larger number of hooks is astronomical.
Tetraplegics Dominate Avatar Races
Well, just speaking brain-to-computer...
IBM's Grain Of Sand Computer
'Our ancestors... thought to make the very sand beneath their feet intelligent...' - Stanislaw Lem, 1965.
Can An Entire Brain Be Simulated In A Computer?
'The miles of relays and photocells had given way to the spongy globe of platinum iridium about the size of the human brain.' - Isaac Asimov, 1941.
Technovelgy (that's tech-novel-gee!)
is devoted to the creative science inventions and ideas of sf authors. Look for
the Invention Category that interests
you, the Glossary, the Invention
Timeline, or see what's New.
Soon, Your Tesla Will Follow You Like A Pet
'... follow him as faithfully as a well-trained hound.'
Chinese Watrix Gait Recognition Watching You Always
'... those pesky gait-recognition cameras.'
FlexPai Foldable Phone By Royole
'...A paper thin polycarbon screen unfurled.'
Oh Yes, We're Building The Rotating Tower In Dubai
'Give me an old-fashioned tetragon on a central pivot every time.'
Bioreactor Helps Legless Frogs Get Their Jump Back
'An alien drug... Used by an insect race... It can repair bones and organs. It can grow new tissue."
Xinhua AI Anchor Puts CGI Face To Automated News
'...a congeries of software agents.'
Wirewax Watching You Watch, Adjusting Your Experience
'He adjusted the n, the r and b knobs, and hopefully anticipated a turn for the better...'
LawGeex AI Beats 20 Top Lawyers
'The Law Society has strict rules on the use of pseudo-intelligent software - terrified of putting... its members out of work.'
ROAM Robotics Skiing Exoskeleton
'The real genius in the design is that you don't have to control the suit; you just wear it...'
MIT Headset Lets You Communicate Without Speaking
'The subvocal read nerve signals, letting her enter words by just beginning to will them...'
Exploring Oceans Across The Solar System
'Black liquid flashed past the turbot’s infrared eyes.'
SWEEPER Robot Peter Piper Picking Peppers
'... little machines, that went from plant to plant, apparently on caterpillar tracks, cutting off the ripe fruit.'
Oil from Algae - Can It Be Done?
'We dump everything that's waste into the tanks, pump the oil off the top.'
Moving Whole Planets, Revisited
There was a lot of work done on this idea over the years.
Disney Keeps Backups Of Star Wars Franchise Actors
'She is a personality-construct, a congeries of software agents...'
Farming In Space Starts With Mycorrhiza
'The inner leaves were beginning to curl faster than the outer leaves.'
More SF in the News Stories
More Beyond Technovelgy science news stories